Overview
Brought to you by YData
Dataset statistics
| Number of variables | 47 |
|---|---|
| Number of observations | 36992 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.0 MiB |
| Average record size in memory | 143.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 5 |
| Boolean | 29 |
activity_segment is highly overall correlated with avg_time_spent | High correlation |
age is highly overall correlated with cluster | High correlation |
avg_time_spent is highly overall correlated with activity_segment and 2 other fields | High correlation |
avg_transaction_value is highly overall correlated with journey_stage and 2 other fields | High correlation |
churn_risk_score is highly overall correlated with membership_category_No Membership and 1 other fields | High correlation |
cluster is highly overall correlated with age and 2 other fields | High correlation |
days_since_joining is highly overall correlated with joining_year | High correlation |
internet_option_Mobile_Data is highly overall correlated with internet_option_Wi-Fi | High correlation |
internet_option_Wi-Fi is highly overall correlated with internet_option_Mobile_Data | High correlation |
joined_through_referral_No is highly overall correlated with joined_through_referral_Yes | High correlation |
joined_through_referral_Yes is highly overall correlated with joined_through_referral_No | High correlation |
joining_year is highly overall correlated with days_since_joining | High correlation |
journey_stage is highly overall correlated with avg_transaction_value and 1 other fields | High correlation |
medium_of_operation_Desktop is highly overall correlated with medium_of_operation_Smartphone | High correlation |
medium_of_operation_Smartphone is highly overall correlated with medium_of_operation_Desktop | High correlation |
membership_category_No Membership is highly overall correlated with churn_risk_score | High correlation |
offer_application_preference_Yes is highly overall correlated with used_special_discount_Yes | High correlation |
points_in_wallet is highly overall correlated with churn_risk_score | High correlation |
preferred_offer_types_Gift Vouchers/Coupons is highly overall correlated with preferred_offer_types_Without Offers | High correlation |
preferred_offer_types_Without Offers is highly overall correlated with preferred_offer_types_Gift Vouchers/Coupons | High correlation |
spend_time_ratio is highly overall correlated with avg_time_spent and 2 other fields | High correlation |
used_special_discount_Yes is highly overall correlated with offer_application_preference_Yes | High correlation |
value_segment is highly overall correlated with avg_transaction_value and 1 other fields | High correlation |
gender_Unknown is highly imbalanced (98.3%) | Imbalance |
medium_of_operation_Both is highly imbalanced (52.2%) | Imbalance |
feedback_Products always in Stock is highly imbalanced (77.0%) | Imbalance |
feedback_Quality Customer Care is highly imbalanced (77.3%) | Imbalance |
feedback_Reasonable Price is highly imbalanced (76.6%) | Imbalance |
feedback_User Friendly Website is highly imbalanced (76.9%) | Imbalance |
value_segment is uniformly distributed | Uniform |
activity_segment is uniformly distributed | Uniform |
spend_time_ratio has unique values | Unique |
last_visit_time_hour has 1512 (4.1%) zeros | Zeros |
last_visit_time_minutes has 645 (1.7%) zeros | Zeros |
last_visit_time_seconds has 630 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-09 22:06:38.157243 |
|---|---|
| Analysis finished | 2025-03-09 22:07:06.035434 |
| Duration | 27.88 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
High correlation 
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.118161 |
| Minimum | 10 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 23 |
| median | 37 |
| Q3 | 51 |
| 95-th percentile | 62 |
| Maximum | 64 |
| Range | 54 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 15.867412 |
|---|---|
| Coefficient of variation (CV) | 0.4274838 |
| Kurtosis | -1.1987327 |
| Mean | 37.118161 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.0073193193 |
| Sum | 1373075 |
| Variance | 251.77477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 720 | 1.9% |
| 42 | 716 | 1.9% |
| 16 | 716 | 1.9% |
| 38 | 714 | 1.9% |
| 30 | 711 | 1.9% |
| 61 | 709 | 1.9% |
| 60 | 704 | 1.9% |
| 57 | 704 | 1.9% |
| 41 | 699 | 1.9% |
| 59 | 696 | 1.9% |
| Other values (45) | 29903 |
| Value | Count | Frequency (%) |
| 10 | 670 | |
| 11 | 654 | |
| 12 | 661 | |
| 13 | 654 | |
| 14 | 670 | |
| 15 | 649 | |
| 16 | 716 | |
| 17 | 683 | |
| 18 | 629 | |
| 19 | 660 |
| Value | Count | Frequency (%) |
| 64 | 672 | |
| 63 | 656 | |
| 62 | 677 | |
| 61 | 709 | |
| 60 | 704 | |
| 59 | 696 | |
| 58 | 678 | |
| 57 | 704 | |
| 56 | 682 | |
| 55 | 695 |
days_since_last_login
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -41.915576 |
| Minimum | -999 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1999 |
| Negative (%) | 5.4% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | -999 |
| Q1 | 8 |
| median | 12 |
| Q3 | 16 |
| 95-th percentile | 22 |
| Maximum | 26 |
| Range | 1025 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 228.8199 |
|---|---|
| Coefficient of variation (CV) | -5.4590661 |
| Kurtosis | 13.545985 |
| Mean | -41.915576 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -3.9413558 |
| Sum | -1550541 |
| Variance | 52358.547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 2380 | 6.4% |
| 13 | 2373 | 6.4% |
| 14 | 2307 | 6.2% |
| 15 | 2278 | 6.2% |
| 11 | 2262 | 6.1% |
| 10 | 2091 | 5.7% |
| 16 | 2068 | 5.6% |
| -999 | 1999 | 5.4% |
| 9 | 1863 | 5.0% |
| 17 | 1747 | 4.7% |
| Other values (17) | 15624 |
| Value | Count | Frequency (%) |
| -999 | 1999 | |
| 1 | 328 | 0.9% |
| 2 | 613 | 1.7% |
| 3 | 852 | |
| 4 | 998 | |
| 5 | 1234 | |
| 6 | 1257 | |
| 7 | 1442 | |
| 8 | 1571 | |
| 9 | 1863 |
| Value | Count | Frequency (%) |
| 26 | 82 | 0.2% |
| 25 | 203 | 0.5% |
| 24 | 471 | 1.3% |
| 23 | 727 | |
| 22 | 895 | |
| 21 | 1015 | |
| 20 | 1184 | |
| 19 | 1308 | |
| 18 | 1444 | |
| 17 | 1747 |
avg_time_spent
Real number (ℝ)
High correlation 
| Distinct | 25961 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 243.47233 |
| Minimum | -2814.1091 |
|---|---|
| Maximum | 3235.5785 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1719 |
| Negative (%) | 4.6% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | -2814.1091 |
|---|---|
| 5-th percentile | 30.15 |
| Q1 | 60.1025 |
| median | 161.765 |
| Q3 | 356.515 |
| 95-th percentile | 1031.0767 |
| Maximum | 3235.5785 |
| Range | 6049.6876 |
| Interquartile range (IQR) | 296.4125 |
Descriptive statistics
| Standard deviation | 398.28915 |
|---|---|
| Coefficient of variation (CV) | 1.6358703 |
| Kurtosis | 5.0039153 |
| Mean | 243.47233 |
| Median Absolute Deviation (MAD) | 122.88 |
| Skewness | 0.53962402 |
| Sum | 9006528.6 |
| Variance | 158634.25 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.1 | 21 | 0.1% |
| 34.71 | 20 | 0.1% |
| 33.68 | 20 | 0.1% |
| 34.33 | 19 | 0.1% |
| 33.28 | 18 | < 0.1% |
| 33.71 | 18 | < 0.1% |
| 31.49 | 18 | < 0.1% |
| 30.56 | 18 | < 0.1% |
| 32.91 | 18 | < 0.1% |
| 33.94 | 17 | < 0.1% |
| Other values (25951) | 36805 |
| Value | Count | Frequency (%) |
| -2814.10911 | 1 | |
| -2281.236526 | 1 | |
| -2096.580681 | 1 | |
| -2093.121606 | 1 | |
| -2034.80188 | 1 | |
| -2012.267374 | 1 | |
| -1960.479169 | 1 | |
| -1941.035419 | 1 | |
| -1918.486339 | 1 | |
| -1913.405154 | 1 |
| Value | Count | Frequency (%) |
| 3235.578521 | 1 | |
| 3040.41 | 1 | |
| 2899.66 | 1 | |
| 2861.23 | 1 | |
| 2770.56 | 1 | |
| 2766.75 | 1 | |
| 2747.89134 | 1 | |
| 2732.7 | 1 | |
| 2722.077794 | 1 | |
| 2705.756608 | 1 |
avg_transaction_value
Real number (ℝ)
High correlation 
| Distinct | 36894 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29271.194 |
| Minimum | 800.46 |
|---|---|
| Maximum | 99914.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 800.46 |
|---|---|
| 5-th percentile | 3468.9665 |
| Q1 | 14177.54 |
| median | 27554.485 |
| Q3 | 40855.11 |
| 95-th percentile | 67338.889 |
| Maximum | 99914.05 |
| Range | 99113.59 |
| Interquartile range (IQR) | 26677.57 |
Descriptive statistics
| Standard deviation | 19444.806 |
|---|---|
| Coefficient of variation (CV) | 0.66429836 |
| Kurtosis | 1.428287 |
| Mean | 29271.194 |
| Median Absolute Deviation (MAD) | 13336.775 |
| Skewness | 1.0110272 |
| Sum | 1.0828 × 109 |
| Variance | 3.7810049 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30761.37 | 2 | < 0.1% |
| 44663.95 | 2 | < 0.1% |
| 8876.96 | 2 | < 0.1% |
| 28492.9 | 2 | < 0.1% |
| 37388.33 | 2 | < 0.1% |
| 48254.83 | 2 | < 0.1% |
| 16863.84 | 2 | < 0.1% |
| 9581.32 | 2 | < 0.1% |
| 46738.29 | 2 | < 0.1% |
| 21407.75 | 2 | < 0.1% |
| Other values (36884) | 36972 |
| Value | Count | Frequency (%) |
| 800.46 | 1 | |
| 804.34 | 1 | |
| 806.22 | 1 | |
| 806.71 | 1 | |
| 813.82 | 1 | |
| 815.22 | 1 | |
| 821.83 | 1 | |
| 822.7 | 1 | |
| 823.49 | 1 | |
| 823.68 | 1 |
| Value | Count | Frequency (%) |
| 99914.05 | 1 | |
| 99861.47 | 1 | |
| 99858.02 | 1 | |
| 99819.19 | 1 | |
| 99810.83 | 1 | |
| 99805.52 | 1 | |
| 99803.53 | 1 | |
| 99795.75 | 1 | |
| 99742.63 | 1 | |
| 99730.17 | 1 |
points_in_wallet
Real number (ℝ)
High correlation 
| Distinct | 23700 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 686.8822 |
| Minimum | -760.66124 |
|---|---|
| Maximum | 2069.0698 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 136 |
| Negative (%) | 0.4% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | -760.66124 |
|---|---|
| 5-th percentile | 351.82615 |
| Q1 | 624.35 |
| median | 686.8822 |
| Q3 | 757.0025 |
| 95-th percentile | 1028.8753 |
| Maximum | 2069.0698 |
| Range | 2829.731 |
| Interquartile range (IQR) | 132.6525 |
Descriptive statistics
| Standard deviation | 184.81168 |
|---|---|
| Coefficient of variation (CV) | 0.26905877 |
| Kurtosis | 5.1876557 |
| Mean | 686.8822 |
| Median Absolute Deviation (MAD) | 66.652199 |
| Skewness | -0.08432911 |
| Sum | 25409146 |
| Variance | 34155.358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 686.8821987 | 3443 | 9.3% |
| 705.07 | 9 | < 0.1% |
| 780.92 | 8 | < 0.1% |
| 710.69 | 7 | < 0.1% |
| 760.54 | 7 | < 0.1% |
| 771.75 | 7 | < 0.1% |
| 767.36 | 6 | < 0.1% |
| 708.69 | 6 | < 0.1% |
| 711.75 | 6 | < 0.1% |
| 703.88 | 6 | < 0.1% |
| Other values (23690) | 33487 |
| Value | Count | Frequency (%) |
| -760.6612363 | 1 | |
| -549.3574977 | 1 | |
| -506.2567158 | 1 | |
| -483.8564006 | 1 | |
| -471.577009 | 1 | |
| -469.0203988 | 1 | |
| -445.2884572 | 1 | |
| -424.6705248 | 1 | |
| -412.4416878 | 1 | |
| -405.2670355 | 1 |
| Value | Count | Frequency (%) |
| 2069.069761 | 1 | |
| 1816.933696 | 1 | |
| 1780.720173 | 1 | |
| 1763.351594 | 1 | |
| 1759.002532 | 1 | |
| 1755.455512 | 1 | |
| 1755.094693 | 1 | |
| 1751.304195 | 1 | |
| 1750.611562 | 1 | |
| 1736.332594 | 1 |
churn_risk_score
Real number (ℝ)
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4633975 |
| Minimum | -1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1163 |
| Negative (%) | 3.1% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4096609 |
|---|---|
| Coefficient of variation (CV) | 0.40701679 |
| Kurtosis | 1.299243 |
| Mean | 3.4633975 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.1143052 |
| Sum | 128118 |
| Variance | 1.9871439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 10424 | |
| 4 | 10185 | |
| 5 | 9827 | |
| 2 | 2741 | 7.4% |
| 1 | 2652 | 7.2% |
| -1 | 1163 | 3.1% |
| Value | Count | Frequency (%) |
| -1 | 1163 | 3.1% |
| 1 | 2652 | 7.2% |
| 2 | 2741 | 7.4% |
| 3 | 10424 | |
| 4 | 10185 | |
| 5 | 9827 |
| Value | Count | Frequency (%) |
| 5 | 9827 | |
| 4 | 10185 | |
| 3 | 10424 | |
| 2 | 2741 | 7.4% |
| 1 | 2652 | 7.2% |
| -1 | 1163 | 3.1% |
joining_day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.687122 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 144.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.797726 |
|---|---|
| Coefficient of variation (CV) | 0.56082475 |
| Kurtosis | -1.1982075 |
| Mean | 15.687122 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.013858918 |
| Sum | 580298 |
| Variance | 77.399982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 1285 | 3.5% |
| 7 | 1263 | 3.4% |
| 8 | 1259 | 3.4% |
| 24 | 1247 | 3.4% |
| 12 | 1245 | 3.4% |
| 27 | 1243 | 3.4% |
| 19 | 1236 | 3.3% |
| 2 | 1233 | 3.3% |
| 17 | 1232 | 3.3% |
| 13 | 1231 | 3.3% |
| Other values (21) | 24518 |
| Value | Count | Frequency (%) |
| 1 | 1185 | |
| 2 | 1233 | |
| 3 | 1230 | |
| 4 | 1189 | |
| 5 | 1285 | |
| 6 | 1219 | |
| 7 | 1263 | |
| 8 | 1259 | |
| 9 | 1195 | |
| 10 | 1149 |
| Value | Count | Frequency (%) |
| 31 | 690 | |
| 30 | 1113 | |
| 29 | 1125 | |
| 28 | 1203 | |
| 27 | 1243 | |
| 26 | 1182 | |
| 25 | 1183 | |
| 24 | 1247 | |
| 23 | 1227 | |
| 22 | 1226 |
joining_month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5334397 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 144.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4501303 |
|---|---|
| Coefficient of variation (CV) | 0.52807257 |
| Kurtosis | -1.2037093 |
| Mean | 6.5334397 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.01362175 |
| Sum | 241685 |
| Variance | 11.903399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 3194 | |
| 7 | 3186 | |
| 1 | 3158 | |
| 8 | 3147 | |
| 10 | 3095 | |
| 4 | 3079 | |
| 6 | 3076 | |
| 3 | 3068 | |
| 5 | 3061 | |
| 9 | 3061 | |
| Other values (2) | 5867 |
| Value | Count | Frequency (%) |
| 1 | 3158 | |
| 2 | 2844 | |
| 3 | 3068 | |
| 4 | 3079 | |
| 5 | 3061 | |
| 6 | 3076 | |
| 7 | 3186 | |
| 8 | 3147 | |
| 9 | 3061 | |
| 10 | 3095 |
| Value | Count | Frequency (%) |
| 12 | 3194 | |
| 11 | 3023 | |
| 10 | 3095 | |
| 9 | 3061 | |
| 8 | 3147 | |
| 7 | 3186 | |
| 6 | 3076 | |
| 5 | 3061 | |
| 4 | 3079 | |
| 3 | 3068 |
joining_year
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.1 KiB |
| 2017 | |
|---|---|
| 2015 | |
| 2016 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2017 | 12540 | |
| 2015 | 12297 | |
| 2016 | 12155 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2017 | 12540 | |
| 2015 | 12297 | |
| 2016 | 12155 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 36992 | |
| 0 | 36992 | |
| 1 | 36992 | |
| 7 | 12540 | 8.5% |
| 5 | 12297 | 8.3% |
| 6 | 12155 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 147968 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 36992 | |
| 0 | 36992 | |
| 1 | 36992 | |
| 7 | 12540 | 8.5% |
| 5 | 12297 | 8.3% |
| 6 | 12155 | 8.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 147968 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 36992 | |
| 0 | 36992 | |
| 1 | 36992 | |
| 7 | 12540 | 8.5% |
| 5 | 12297 | 8.3% |
| 6 | 12155 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 147968 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 36992 | |
| 0 | 36992 | |
| 1 | 36992 | |
| 7 | 12540 | 8.5% |
| 5 | 12297 | 8.3% |
| 6 | 12155 | 8.2% |
last_visit_time_hour
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.537711 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 1512 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.9215733 |
|---|---|
| Coefficient of variation (CV) | 0.59990872 |
| Kurtosis | -1.202568 |
| Mean | 11.537711 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.0076141329 |
| Sum | 426803 |
| Variance | 47.908177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1603 | 4.3% |
| 13 | 1585 | 4.3% |
| 17 | 1582 | 4.3% |
| 2 | 1569 | 4.2% |
| 22 | 1566 | 4.2% |
| 16 | 1565 | 4.2% |
| 20 | 1562 | 4.2% |
| 8 | 1561 | 4.2% |
| 21 | 1559 | 4.2% |
| 1 | 1559 | 4.2% |
| Other values (14) | 21281 |
| Value | Count | Frequency (%) |
| 0 | 1512 | |
| 1 | 1559 | |
| 2 | 1569 | |
| 3 | 1478 | |
| 4 | 1547 | |
| 5 | 1499 | |
| 6 | 1533 | |
| 7 | 1516 | |
| 8 | 1561 | |
| 9 | 1528 |
| Value | Count | Frequency (%) |
| 23 | 1544 | |
| 22 | 1566 | |
| 21 | 1559 | |
| 20 | 1562 | |
| 19 | 1533 | |
| 18 | 1504 | |
| 17 | 1582 | |
| 16 | 1565 | |
| 15 | 1547 | |
| 14 | 1508 |
last_visit_time_minutes
Real number (ℝ)
Zeros 
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.634353 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 645 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 15 |
| median | 30 |
| Q3 | 45 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.300883 |
|---|---|
| Coefficient of variation (CV) | 0.58381172 |
| Kurtosis | -1.1956266 |
| Mean | 29.634353 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.008682063 |
| Sum | 1096234 |
| Variance | 299.32054 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 667 | 1.8% |
| 34 | 667 | 1.8% |
| 41 | 663 | 1.8% |
| 28 | 658 | 1.8% |
| 17 | 657 | 1.8% |
| 50 | 655 | 1.8% |
| 52 | 653 | 1.8% |
| 30 | 651 | 1.8% |
| 58 | 648 | 1.8% |
| 46 | 647 | 1.7% |
| Other values (50) | 30426 |
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 1 | 584 | |
| 2 | 626 | |
| 3 | 621 | |
| 4 | 578 | |
| 5 | 571 | |
| 6 | 629 | |
| 7 | 606 | |
| 8 | 577 | |
| 9 | 614 |
| Value | Count | Frequency (%) |
| 59 | 604 | |
| 58 | 648 | |
| 57 | 625 | |
| 56 | 622 | |
| 55 | 632 | |
| 54 | 588 | |
| 53 | 630 | |
| 52 | 653 | |
| 51 | 600 | |
| 50 | 655 |
last_visit_time_seconds
Real number (ℝ)
Zeros 
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.575205 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 630 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 30 |
| Q3 | 45 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.415587 |
|---|---|
| Coefficient of variation (CV) | 0.58885768 |
| Kurtosis | -1.2113213 |
| Mean | 29.575205 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.0099451035 |
| Sum | 1094046 |
| Variance | 303.30266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 673 | 1.8% |
| 32 | 671 | 1.8% |
| 4 | 659 | 1.8% |
| 49 | 654 | 1.8% |
| 50 | 652 | 1.8% |
| 47 | 650 | 1.8% |
| 2 | 649 | 1.8% |
| 51 | 647 | 1.7% |
| 10 | 640 | 1.7% |
| 27 | 639 | 1.7% |
| Other values (50) | 30458 |
| Value | Count | Frequency (%) |
| 0 | 630 | |
| 1 | 625 | |
| 2 | 649 | |
| 3 | 624 | |
| 4 | 659 | |
| 5 | 622 | |
| 6 | 576 | |
| 7 | 621 | |
| 8 | 629 | |
| 9 | 634 |
| Value | Count | Frequency (%) |
| 59 | 637 | |
| 58 | 627 | |
| 57 | 614 | |
| 56 | 631 | |
| 55 | 626 | |
| 54 | 624 | |
| 53 | 610 | |
| 52 | 622 | |
| 51 | 647 | |
| 50 | 652 |
days_since_joining
Real number (ℝ)
High correlation 
| Distinct | 1096 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3170.7931 |
| Minimum | 2626 |
|---|---|
| Maximum | 3721 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | 2626 |
|---|---|
| 5-th percentile | 2679 |
| Q1 | 2895 |
| median | 3170 |
| Q3 | 3448 |
| 95-th percentile | 3667 |
| Maximum | 3721 |
| Range | 1095 |
| Interquartile range (IQR) | 553 |
Descriptive statistics
| Standard deviation | 317.86093 |
|---|---|
| Coefficient of variation (CV) | 0.10024651 |
| Kurtosis | -1.2123434 |
| Mean | 3170.7931 |
| Median Absolute Deviation (MAD) | 277 |
| Skewness | 0.0096559877 |
| Sum | 1.1729398 × 108 |
| Variance | 101035.57 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3569 | 55 | 0.1% |
| 3537 | 51 | 0.1% |
| 3550 | 50 | 0.1% |
| 3141 | 49 | 0.1% |
| 3545 | 49 | 0.1% |
| 2690 | 48 | 0.1% |
| 2913 | 48 | 0.1% |
| 2935 | 48 | 0.1% |
| 3565 | 47 | 0.1% |
| 3258 | 47 | 0.1% |
| Other values (1086) | 36500 |
| Value | Count | Frequency (%) |
| 2626 | 41 | |
| 2627 | 31 | |
| 2628 | 37 | |
| 2629 | 25 | |
| 2630 | 33 | |
| 2631 | 24 | |
| 2632 | 39 | |
| 2633 | 43 | |
| 2634 | 26 | |
| 2635 | 38 |
| Value | Count | Frequency (%) |
| 3721 | 26 | |
| 3720 | 29 | |
| 3719 | 37 | |
| 3718 | 35 | |
| 3717 | 47 | |
| 3716 | 35 | |
| 3715 | 31 | |
| 3714 | 31 | |
| 3713 | 33 | |
| 3712 | 35 |
| Value | Count | Frequency (%) |
| False | 18549 | |
| True | 18443 |
gender_Unknown
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True | 59 |
| Value | Count | Frequency (%) |
| False | 36933 | |
| True | 59 | 0.2% |
region_category_Town
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 19556 | |
| False | 17436 |
region_category_Village
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 32293 | |
| True | 4699 | 12.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30197 | |
| True | 6795 | 18.4% |
membership_category_No Membership
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 29300 | |
| True | 7692 | 20.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 32654 | |
| True | 4338 | 11.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 32537 | |
| True | 4455 | 12.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 31004 | |
| True | 5988 | 16.2% |
joined_through_referral_No
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 21153 | |
| True | 15839 |
joined_through_referral_Yes
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 21277 | |
| True | 15715 |
preferred_offer_types_Gift Vouchers/Coupons
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 24355 | |
| True | 12637 |
preferred_offer_types_Without Offers
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 24911 | |
| True | 12081 |
medium_of_operation_Both
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 33182 | |
| True | 3810 | 10.3% |
medium_of_operation_Desktop
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 23079 | |
| True | 13913 |
medium_of_operation_Smartphone
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 23116 | |
| True | 13876 |
internet_option_Mobile_Data
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 24649 | |
| True | 12343 |
internet_option_Wi-Fi
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 24579 | |
| True | 12413 |
used_special_discount_Yes
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 20342 | |
| False | 16650 |
offer_application_preference_Yes
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 20440 | |
| False | 16552 |
past_complaint_Yes
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 18602 | |
| True | 18390 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30740 | |
| True | 6252 | 16.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30642 | |
| True | 6350 | 17.2% |
feedback_Poor Website
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30721 | |
| True | 6271 | 17.0% |
feedback_Products always in Stock
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True | 1382 |
| Value | Count | Frequency (%) |
| False | 35610 | |
| True | 1382 | 3.7% |
feedback_Quality Customer Care
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True | 1360 |
| Value | Count | Frequency (%) |
| False | 35632 | |
| True | 1360 | 3.7% |
feedback_Reasonable Price
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True | 1417 |
| Value | Count | Frequency (%) |
| False | 35575 | |
| True | 1417 | 3.8% |
feedback_Too many ads
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30713 | |
| True | 6279 | 17.0% |
feedback_User Friendly Website
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.3 KiB |
| False | |
|---|---|
| True | 1391 |
| Value | Count | Frequency (%) |
| False | 35601 | |
| True | 1391 | 3.8% |
spend_time_ratio
Real number (ℝ)
High correlation  Unique 
| Distinct | 36992 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 267.34304 |
| Minimum | -3067.6899 |
|---|---|
| Maximum | 12223.076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1719 |
| Negative (%) | 4.6% |
| Memory size | 289.1 KiB |
Quantile statistics
| Minimum | -3067.6899 |
|---|---|
| 5-th percentile | 2.2031875 |
| Q1 | 43.331287 |
| median | 124.62536 |
| Q3 | 328.35823 |
| 95-th percentile | 1080.9273 |
| Maximum | 12223.076 |
| Range | 15290.765 |
| Interquartile range (IQR) | 285.02694 |
Descriptive statistics
| Standard deviation | 379.97014 |
|---|---|
| Coefficient of variation (CV) | 1.4212831 |
| Kurtosis | 35.222401 |
| Mean | 267.34304 |
| Median Absolute Deviation (MAD) | 100.23166 |
| Skewness | 3.2978134 |
| Sum | 9889553.8 |
| Variance | 144377.31 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.8273053 | 1 | < 0.1% |
| 18.47416263 | 1 | < 0.1% |
| 35.97250366 | 1 | < 0.1% |
| 524.8085632 | 1 | < 0.1% |
| -53.31369912 | 1 | < 0.1% |
| 511.3103695 | 1 | < 0.1% |
| 25.0412492 | 1 | < 0.1% |
| 249.4144611 | 1 | < 0.1% |
| 187.3775559 | 1 | < 0.1% |
| 876.5558231 | 1 | < 0.1% |
| Other values (36982) | 36982 |
| Value | Count | Frequency (%) |
| -3067.689865 | 1 | |
| -2333.152554 | 1 | |
| -1966.136724 | 1 | |
| -1083.952365 | 1 | |
| -967.0423182 | 1 | |
| -851.756882 | 1 | |
| -819.8160472 | 1 | |
| -725.1484066 | 1 | |
| -723.0018728 | 1 | |
| -698.2076 | 1 |
| Value | Count | Frequency (%) |
| 12223.07553 | 1 | |
| 3161.873515 | 1 | |
| 3126.227997 | 1 | |
| 3114.886829 | 1 | |
| 3052.628526 | 1 | |
| 3000.585298 | 1 | |
| 2994.290887 | 1 | |
| 2994.01187 | 1 | |
| 2990.533912 | 1 | |
| 2968.977364 | 1 |
value_segment
Categorical
High correlation  Uniform 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.4 KiB |
| Low | |
|---|---|
| High | |
| Medium |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3332883 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | Low |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Low | 12331 | |
| High | 12331 | |
| Medium | 12330 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 12331 | |
| high | 12331 | |
| medium | 12330 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 24661 | |
| L | 12331 | |
| w | 12331 | |
| o | 12331 | |
| H | 12331 | |
| g | 12331 | |
| h | 12331 | |
| M | 12330 | |
| e | 12330 | |
| d | 12330 | |
| Other values (2) | 24660 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 123305 | |
| Uppercase Letter | 36992 | 23.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 24661 | |
| w | 12331 | |
| o | 12331 | |
| g | 12331 | |
| h | 12331 | |
| e | 12330 | |
| d | 12330 | |
| u | 12330 | |
| m | 12330 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 12331 | |
| H | 12331 | |
| M | 12330 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 160297 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 24661 | |
| L | 12331 | |
| w | 12331 | |
| o | 12331 | |
| H | 12331 | |
| g | 12331 | |
| h | 12331 | |
| M | 12330 | |
| e | 12330 | |
| d | 12330 | |
| Other values (2) | 24660 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160297 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 24661 | |
| L | 12331 | |
| w | 12331 | |
| o | 12331 | |
| H | 12331 | |
| g | 12331 | |
| h | 12331 | |
| M | 12330 | |
| e | 12330 | |
| d | 12330 | |
| Other values (2) | 24660 |
activity_segment
Categorical
High correlation  Uniform 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.4 KiB |
| Medium | |
|---|---|
| Low | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3333964 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | High |
| 3rd row | High |
| 4th row | Low |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 12332 | |
| Low | 12331 | |
| High | 12329 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 12332 | |
| low | 12331 | |
| high | 12329 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 24661 | |
| M | 12332 | |
| e | 12332 | |
| d | 12332 | |
| u | 12332 | |
| m | 12332 | |
| L | 12331 | |
| o | 12331 | |
| w | 12331 | |
| H | 12329 | |
| Other values (2) | 24658 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 123309 | |
| Uppercase Letter | 36992 | 23.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 24661 | |
| e | 12332 | |
| d | 12332 | |
| u | 12332 | |
| m | 12332 | |
| o | 12331 | |
| w | 12331 | |
| g | 12329 | |
| h | 12329 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 12332 | |
| L | 12331 | |
| H | 12329 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 160301 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 24661 | |
| M | 12332 | |
| e | 12332 | |
| d | 12332 | |
| u | 12332 | |
| m | 12332 | |
| L | 12331 | |
| o | 12331 | |
| w | 12331 | |
| H | 12329 | |
| Other values (2) | 24658 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160301 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 24661 | |
| M | 12332 | |
| e | 12332 | |
| d | 12332 | |
| u | 12332 | |
| m | 12332 | |
| L | 12331 | |
| o | 12331 | |
| w | 12331 | |
| H | 12329 | |
| Other values (2) | 24658 |
journey_stage
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.1 KiB |
| Casual User | |
|---|---|
| High Value Active | |
| Engaged Regular |
Length
| Max length | 17 |
|---|---|
| Median length | 11 |
| Mean length | 13.23497 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High Value Active |
|---|---|
| 2nd row | Casual User |
| 3rd row | Engaged Regular |
| 4th row | Casual User |
| 5th row | Casual User |
Common Values
| Value | Count | Frequency (%) |
| Casual User | 20947 | |
| High Value Active | 9248 | |
| Engaged Regular | 6797 | 18.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| casual | 20947 | |
| user | 20947 | |
| high | 9248 | |
| value | 9248 | |
| active | 9248 | |
| engaged | 6797 | 8.2% |
| regular | 6797 | 8.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 64736 | |
| e | 53037 | |
| 46240 | ||
| s | 41894 | 8.6% |
| l | 36992 | 7.6% |
| u | 36992 | 7.6% |
| g | 29639 | 6.1% |
| r | 27744 | 5.7% |
| C | 20947 | 4.3% |
| U | 20947 | 4.3% |
| Other values (12) | 110420 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 360116 | |
| Uppercase Letter | 83232 | 17.0% |
| Space Separator | 46240 | 9.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 64736 | |
| e | 53037 | |
| s | 41894 | |
| l | 36992 | |
| u | 36992 | |
| g | 29639 | |
| r | 27744 | |
| i | 18496 | 5.1% |
| h | 9248 | 2.6% |
| c | 9248 | 2.6% |
| Other values (4) | 32090 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 20947 | |
| U | 20947 | |
| H | 9248 | |
| V | 9248 | |
| A | 9248 | |
| E | 6797 | 8.2% |
| R | 6797 | 8.2% |
Space Separator
| Value | Count | Frequency (%) |
| 46240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 443348 | |
| Common | 46240 | 9.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 64736 | |
| e | 53037 | |
| s | 41894 | |
| l | 36992 | |
| u | 36992 | |
| g | 29639 | 6.7% |
| r | 27744 | 6.3% |
| C | 20947 | 4.7% |
| U | 20947 | 4.7% |
| i | 18496 | 4.2% |
| Other values (11) | 91924 |
Common
| Value | Count | Frequency (%) |
| 46240 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 489588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 64736 | |
| e | 53037 | |
| 46240 | ||
| s | 41894 | 8.6% |
| l | 36992 | 7.6% |
| u | 36992 | 7.6% |
| g | 29639 | 6.1% |
| r | 27744 | 5.7% |
| C | 20947 | 4.3% |
| U | 20947 | 4.3% |
| Other values (12) | 110420 |
cluster
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36992 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36992 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36992 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14734 | |
| 2 | 14459 | |
| 3 | 6235 | |
| 0 | 1564 | 4.2% |
Interactions
Correlations
| activity_segment | age | avg_time_spent | avg_transaction_value | churn_risk_score | cluster | days_since_joining | days_since_last_login | feedback_Poor Customer Service | feedback_Poor Product Quality | feedback_Poor Website | feedback_Products always in Stock | feedback_Quality Customer Care | feedback_Reasonable Price | feedback_Too many ads | feedback_User Friendly Website | gender_M | gender_Unknown | internet_option_Mobile_Data | internet_option_Wi-Fi | joined_through_referral_No | joined_through_referral_Yes | joining_day | joining_month | joining_year | journey_stage | last_visit_time_hour | last_visit_time_minutes | last_visit_time_seconds | medium_of_operation_Both | medium_of_operation_Desktop | medium_of_operation_Smartphone | membership_category_Gold Membership | membership_category_No Membership | membership_category_Platinum Membership | membership_category_Premium Membership | membership_category_Silver Membership | offer_application_preference_Yes | past_complaint_Yes | points_in_wallet | preferred_offer_types_Gift Vouchers/Coupons | preferred_offer_types_Without Offers | region_category_Town | region_category_Village | spend_time_ratio | used_special_discount_Yes | value_segment | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| activity_segment | 1.000 | 0.000 | 0.640 | 0.026 | 0.039 | 0.212 | 0.003 | 0.000 | 0.013 | 0.004 | 0.015 | 0.032 | 0.032 | 0.022 | 0.010 | 0.018 | 0.000 | 0.000 | 0.000 | 0.006 | 0.074 | 0.077 | 0.000 | 0.000 | 0.000 | 0.499 | 0.000 | 0.000 | 0.000 | 0.332 | 0.107 | 0.105 | 0.005 | 0.011 | 0.006 | 0.015 | 0.010 | 0.091 | 0.007 | 0.008 | 0.015 | 0.000 | 0.000 | 0.000 | 0.235 | 0.099 | 0.014 |
| age | 0.000 | 1.000 | 0.003 | -0.001 | 0.004 | 0.521 | 0.010 | -0.003 | 0.008 | 0.000 | 0.008 | 0.000 | 0.007 | 0.003 | 0.016 | 0.008 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.005 | 0.010 | 0.005 | -0.014 | -0.002 | -0.007 | 0.015 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.013 | 0.000 | 0.012 | -0.001 | 0.000 | 0.013 | 0.000 | 0.005 | -0.001 | 0.000 | 0.014 |
| avg_time_spent | 0.640 | 0.003 | 1.000 | 0.019 | -0.029 | 0.566 | 0.001 | -0.100 | 0.011 | 0.000 | 0.011 | 0.035 | 0.035 | 0.021 | 0.002 | 0.025 | 0.000 | 0.000 | 0.013 | 0.001 | 0.113 | 0.118 | -0.006 | 0.004 | 0.000 | 0.455 | -0.004 | -0.007 | -0.006 | 0.359 | 0.110 | 0.115 | 0.000 | 0.014 | 0.000 | 0.013 | 0.000 | 0.104 | 0.000 | 0.011 | 0.010 | 0.000 | 0.000 | 0.014 | -0.543 | 0.113 | 0.018 |
| avg_transaction_value | 0.026 | -0.001 | 0.019 | 1.000 | -0.201 | 0.396 | 0.003 | -0.005 | 0.130 | 0.131 | 0.130 | 0.313 | 0.309 | 0.333 | 0.130 | 0.339 | 0.000 | 0.000 | 0.000 | 0.009 | 0.049 | 0.040 | 0.006 | -0.003 | 0.000 | 0.693 | 0.007 | -0.010 | 0.003 | 0.015 | 0.028 | 0.036 | 0.063 | 0.148 | 0.161 | 0.167 | 0.018 | 0.035 | 0.000 | 0.105 | 0.045 | 0.052 | 0.015 | 0.036 | 0.506 | 0.000 | 0.880 |
| churn_risk_score | 0.039 | 0.004 | -0.029 | -0.201 | 1.000 | 0.260 | -0.011 | 0.016 | 0.187 | 0.189 | 0.187 | 0.463 | 0.458 | 0.470 | 0.188 | 0.462 | 0.000 | 0.000 | 0.000 | 0.009 | 0.064 | 0.059 | 0.006 | 0.008 | 0.004 | 0.244 | -0.007 | 0.002 | -0.000 | 0.025 | 0.028 | 0.042 | 0.290 | 0.504 | 0.409 | 0.414 | 0.317 | 0.050 | 0.011 | -0.542 | 0.070 | 0.083 | 0.017 | 0.048 | -0.080 | 0.006 | 0.197 |
| cluster | 0.212 | 0.521 | 0.566 | 0.396 | 0.260 | 1.000 | 0.010 | 0.024 | 0.079 | 0.095 | 0.082 | 0.201 | 0.201 | 0.205 | 0.082 | 0.230 | 0.000 | 0.000 | 0.011 | 0.010 | 0.030 | 0.033 | 0.010 | 0.011 | 0.008 | 0.419 | 0.002 | 0.000 | 0.000 | 0.019 | 0.000 | 0.015 | 0.061 | 0.137 | 0.128 | 0.132 | 0.006 | 0.029 | 0.000 | 0.222 | 0.028 | 0.037 | 0.009 | 0.020 | 0.522 | 0.000 | 0.371 |
| days_since_joining | 0.003 | 0.010 | 0.001 | 0.003 | -0.011 | 0.010 | 1.000 | 0.005 | 0.000 | 0.011 | 0.009 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.005 | -0.029 | -0.336 | 0.931 | 0.000 | -0.002 | -0.004 | -0.009 | 0.000 | 0.000 | 0.012 | 0.013 | 0.014 | 0.016 | 0.017 | 0.000 | 0.015 | 0.009 | 0.004 | 0.006 | 0.000 | 0.000 | 0.000 | -0.003 | 0.011 | 0.000 |
| days_since_last_login | 0.000 | -0.003 | -0.100 | -0.005 | 0.016 | 0.024 | 0.005 | 1.000 | 0.010 | 0.004 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.003 | 0.005 | 0.000 | 0.000 | 0.009 | 0.008 | 0.010 | -0.009 | 0.004 | 0.000 | 0.005 | -0.003 | 0.002 | 0.000 | 0.001 | 0.003 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.001 | 0.005 | 0.005 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 |
| feedback_Poor Customer Service | 0.013 | 0.008 | 0.011 | 0.130 | 0.187 | 0.079 | 0.000 | 0.010 | 1.000 | 0.205 | 0.204 | 0.089 | 0.088 | 0.090 | 0.204 | 0.089 | 0.000 | 0.004 | 0.000 | 0.003 | 0.023 | 0.024 | 0.015 | 0.004 | 0.000 | 0.056 | 0.000 | 0.000 | 0.001 | 0.000 | 0.005 | 0.004 | 0.017 | 0.036 | 0.042 | 0.049 | 0.014 | 0.006 | 0.000 | 0.048 | 0.009 | 0.015 | 0.003 | 0.012 | 0.042 | 0.000 | 0.047 |
| feedback_Poor Product Quality | 0.004 | 0.000 | 0.000 | 0.131 | 0.189 | 0.095 | 0.011 | 0.004 | 0.205 | 1.000 | 0.206 | 0.089 | 0.089 | 0.091 | 0.206 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.012 | 0.002 | 0.069 | 0.000 | 0.004 | 0.000 | 0.000 | 0.004 | 0.000 | 0.008 | 0.041 | 0.053 | 0.046 | 0.000 | 0.005 | 0.000 | 0.052 | 0.012 | 0.011 | 0.000 | 0.000 | 0.043 | 0.000 | 0.060 |
| feedback_Poor Website | 0.015 | 0.008 | 0.011 | 0.130 | 0.187 | 0.082 | 0.009 | 0.004 | 0.204 | 0.206 | 1.000 | 0.089 | 0.088 | 0.090 | 0.204 | 0.089 | 0.000 | 0.000 | 0.000 | 0.007 | 0.019 | 0.015 | 0.010 | 0.013 | 0.000 | 0.062 | 0.000 | 0.009 | 0.014 | 0.010 | 0.000 | 0.015 | 0.014 | 0.041 | 0.044 | 0.043 | 0.003 | 0.003 | 0.006 | 0.043 | 0.007 | 0.004 | 0.007 | 0.008 | 0.039 | 0.000 | 0.054 |
| feedback_Products always in Stock | 0.032 | 0.000 | 0.035 | 0.313 | 0.463 | 0.201 | 0.000 | 0.000 | 0.089 | 0.089 | 0.089 | 1.000 | 0.038 | 0.039 | 0.089 | 0.038 | 0.011 | 0.000 | 0.000 | 0.000 | 0.032 | 0.034 | 0.006 | 0.012 | 0.000 | 0.156 | 0.011 | 0.006 | 0.000 | 0.018 | 0.010 | 0.021 | 0.036 | 0.101 | 0.113 | 0.117 | 0.017 | 0.031 | 0.000 | 0.103 | 0.031 | 0.042 | 0.008 | 0.024 | 0.097 | 0.000 | 0.124 |
| feedback_Quality Customer Care | 0.032 | 0.007 | 0.035 | 0.309 | 0.458 | 0.201 | 0.000 | 0.000 | 0.088 | 0.089 | 0.088 | 0.038 | 1.000 | 0.038 | 0.088 | 0.038 | 0.010 | 0.000 | 0.000 | 0.000 | 0.021 | 0.014 | 0.005 | 0.009 | 0.000 | 0.158 | 0.000 | 0.000 | 0.005 | 0.006 | 0.020 | 0.025 | 0.050 | 0.100 | 0.104 | 0.111 | 0.021 | 0.018 | 0.000 | 0.111 | 0.027 | 0.032 | 0.009 | 0.019 | 0.096 | 0.014 | 0.129 |
| feedback_Reasonable Price | 0.022 | 0.003 | 0.021 | 0.333 | 0.470 | 0.205 | 0.000 | 0.000 | 0.090 | 0.091 | 0.090 | 0.039 | 0.038 | 1.000 | 0.090 | 0.039 | 0.000 | 0.003 | 0.000 | 0.006 | 0.030 | 0.028 | 0.005 | 0.000 | 0.000 | 0.164 | 0.013 | 0.014 | 0.000 | 0.006 | 0.013 | 0.014 | 0.043 | 0.102 | 0.121 | 0.104 | 0.017 | 0.022 | 0.012 | 0.109 | 0.041 | 0.049 | 0.006 | 0.021 | 0.113 | 0.000 | 0.132 |
| feedback_Too many ads | 0.010 | 0.016 | 0.002 | 0.130 | 0.188 | 0.082 | 0.009 | 0.000 | 0.204 | 0.206 | 0.204 | 0.089 | 0.088 | 0.090 | 1.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.005 | 0.001 | 0.004 | 0.009 | 0.008 | 0.006 | 0.070 | 0.000 | 0.013 | 0.012 | 0.009 | 0.011 | 0.016 | 0.026 | 0.041 | 0.033 | 0.038 | 0.000 | 0.016 | 0.000 | 0.041 | 0.015 | 0.018 | 0.000 | 0.012 | 0.045 | 0.000 | 0.053 |
| feedback_User Friendly Website | 0.018 | 0.008 | 0.025 | 0.339 | 0.462 | 0.230 | 0.000 | 0.008 | 0.089 | 0.090 | 0.089 | 0.038 | 0.038 | 0.039 | 0.089 | 1.000 | 0.000 | 0.000 | 0.012 | 0.011 | 0.035 | 0.031 | 0.003 | 0.000 | 0.000 | 0.173 | 0.000 | 0.000 | 0.007 | 0.010 | 0.014 | 0.019 | 0.049 | 0.101 | 0.092 | 0.111 | 0.004 | 0.020 | 0.004 | 0.114 | 0.032 | 0.032 | 0.000 | 0.026 | 0.120 | 0.000 | 0.141 |
| gender_M | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.011 | 0.010 | 0.000 | 0.000 | 0.000 | 1.000 | 0.039 | 0.004 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.007 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| gender_Unknown | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.005 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.039 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.007 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| internet_option_Mobile_Data | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.004 | 0.000 | 1.000 | 0.503 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.002 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.011 | 0.000 | 0.000 |
| internet_option_Wi-Fi | 0.006 | 0.020 | 0.001 | 0.009 | 0.009 | 0.010 | 0.000 | 0.000 | 0.003 | 0.000 | 0.007 | 0.000 | 0.000 | 0.006 | 0.005 | 0.011 | 0.000 | 0.000 | 0.503 | 1.000 | 0.000 | 0.005 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.004 | 0.007 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| joined_through_referral_No | 0.074 | 0.000 | 0.113 | 0.049 | 0.064 | 0.030 | 0.000 | 0.009 | 0.023 | 0.005 | 0.019 | 0.032 | 0.021 | 0.030 | 0.001 | 0.035 | 0.004 | 0.000 | 0.000 | 0.000 | 1.000 | 0.744 | 0.000 | 0.000 | 0.000 | 0.115 | 0.007 | 0.007 | 0.007 | 0.057 | 0.026 | 0.000 | 0.008 | 0.022 | 0.015 | 0.018 | 0.005 | 0.021 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.017 | 0.011 |
| joined_through_referral_Yes | 0.077 | 0.000 | 0.118 | 0.040 | 0.059 | 0.033 | 0.005 | 0.008 | 0.024 | 0.000 | 0.015 | 0.034 | 0.014 | 0.028 | 0.004 | 0.031 | 0.000 | 0.000 | 0.002 | 0.005 | 0.744 | 1.000 | 0.000 | 0.012 | 0.003 | 0.116 | 0.006 | 0.000 | 0.007 | 0.058 | 0.022 | 0.005 | 0.005 | 0.023 | 0.016 | 0.012 | 0.000 | 0.014 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.020 | 0.010 |
| joining_day | 0.000 | 0.000 | -0.006 | 0.006 | 0.006 | 0.010 | -0.029 | 0.010 | 0.015 | 0.000 | 0.010 | 0.006 | 0.005 | 0.005 | 0.009 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.005 | 0.000 | 0.000 | -0.002 | 0.002 | 0.002 | 0.000 | 0.010 | 0.005 | 0.020 | 0.004 | 0.010 | 0.013 | 0.000 | 0.000 | 0.000 | -0.002 | 0.009 | 0.008 | 0.000 | 0.016 | 0.006 | 0.008 | 0.011 |
| joining_month | 0.000 | 0.005 | 0.004 | -0.003 | 0.008 | 0.011 | -0.336 | -0.009 | 0.004 | 0.012 | 0.013 | 0.012 | 0.009 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.012 | 0.005 | 1.000 | 0.000 | 0.006 | 0.001 | -0.007 | 0.002 | 0.011 | 0.021 | 0.008 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.006 | 0.000 | -0.008 | 0.009 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 |
| joining_year | 0.000 | 0.010 | 0.000 | 0.000 | 0.004 | 0.008 | 0.931 | 0.004 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.007 | 0.007 | 0.005 | 0.012 | 0.002 | 0.011 | 0.000 | 0.008 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.005 | 0.000 |
| journey_stage | 0.499 | 0.005 | 0.455 | 0.693 | 0.244 | 0.419 | 0.000 | 0.000 | 0.056 | 0.069 | 0.062 | 0.156 | 0.158 | 0.164 | 0.070 | 0.173 | 0.000 | 0.000 | 0.000 | 0.000 | 0.115 | 0.116 | 0.000 | 0.006 | 0.000 | 1.000 | 0.007 | 0.000 | 0.000 | 0.269 | 0.085 | 0.084 | 0.036 | 0.069 | 0.073 | 0.081 | 0.010 | 0.071 | 0.000 | 0.058 | 0.024 | 0.027 | 0.000 | 0.011 | 0.150 | 0.069 | 0.577 |
| last_visit_time_hour | 0.000 | -0.014 | -0.004 | 0.007 | -0.007 | 0.002 | -0.002 | 0.005 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.006 | -0.002 | 0.001 | 0.000 | 0.007 | 1.000 | -0.005 | 0.000 | 0.008 | 0.007 | 0.014 | 0.008 | 0.000 | 0.000 | 0.004 | 0.018 | 0.014 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.009 | 0.000 |
| last_visit_time_minutes | 0.000 | -0.002 | -0.007 | -0.010 | 0.002 | 0.000 | -0.004 | -0.003 | 0.000 | 0.004 | 0.009 | 0.006 | 0.000 | 0.014 | 0.013 | 0.000 | 0.000 | 0.015 | 0.015 | 0.000 | 0.007 | 0.000 | 0.002 | -0.007 | 0.012 | 0.000 | -0.005 | 1.000 | 0.003 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.006 | 0.000 | 0.007 | 0.000 | 0.001 | 0.010 | 0.000 |
| last_visit_time_seconds | 0.000 | -0.007 | -0.006 | 0.003 | -0.000 | 0.000 | -0.009 | 0.002 | 0.001 | 0.000 | 0.014 | 0.000 | 0.005 | 0.000 | 0.012 | 0.007 | 0.013 | 0.000 | 0.000 | 0.000 | 0.007 | 0.007 | 0.002 | 0.002 | 0.000 | 0.000 | 0.000 | 0.003 | 1.000 | 0.006 | 0.000 | 0.003 | 0.000 | 0.016 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.011 | 0.000 | 0.011 | 0.000 | 0.000 |
| medium_of_operation_Both | 0.332 | 0.015 | 0.359 | 0.015 | 0.025 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.018 | 0.006 | 0.006 | 0.009 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.058 | 0.000 | 0.011 | 0.000 | 0.269 | 0.008 | 0.000 | 0.006 | 1.000 | 0.263 | 0.262 | 0.004 | 0.000 | 0.015 | 0.000 | 0.010 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.063 | 0.003 |
| medium_of_operation_Desktop | 0.107 | 0.000 | 0.110 | 0.028 | 0.028 | 0.000 | 0.000 | 0.001 | 0.005 | 0.004 | 0.000 | 0.010 | 0.020 | 0.013 | 0.011 | 0.014 | 0.005 | 0.000 | 0.000 | 0.002 | 0.026 | 0.022 | 0.010 | 0.021 | 0.007 | 0.085 | 0.007 | 0.000 | 0.000 | 0.263 | 1.000 | 0.601 | 0.001 | 0.005 | 0.001 | 0.000 | 0.000 | 0.020 | 0.000 | 0.010 | 0.000 | 0.004 | 0.003 | 0.000 | 0.026 | 0.012 | 0.010 |
| medium_of_operation_Smartphone | 0.105 | 0.000 | 0.115 | 0.036 | 0.042 | 0.015 | 0.012 | 0.003 | 0.004 | 0.000 | 0.015 | 0.021 | 0.025 | 0.014 | 0.016 | 0.019 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.005 | 0.005 | 0.008 | 0.007 | 0.084 | 0.014 | 0.009 | 0.003 | 0.262 | 0.601 | 1.000 | 0.012 | 0.000 | 0.011 | 0.000 | 0.009 | 0.014 | 0.000 | 0.014 | 0.000 | 0.000 | 0.004 | 0.000 | 0.006 | 0.022 | 0.012 |
| membership_category_Gold Membership | 0.005 | 0.000 | 0.000 | 0.063 | 0.290 | 0.061 | 0.013 | 0.000 | 0.017 | 0.008 | 0.014 | 0.036 | 0.050 | 0.043 | 0.026 | 0.049 | 0.000 | 0.000 | 0.003 | 0.007 | 0.008 | 0.005 | 0.020 | 0.000 | 0.005 | 0.036 | 0.008 | 0.000 | 0.000 | 0.004 | 0.001 | 0.012 | 1.000 | 0.243 | 0.173 | 0.175 | 0.208 | 0.004 | 0.000 | 0.132 | 0.014 | 0.000 | 0.007 | 0.000 | 0.029 | 0.000 | 0.034 |
| membership_category_No Membership | 0.011 | 0.007 | 0.014 | 0.148 | 0.504 | 0.137 | 0.014 | 0.003 | 0.036 | 0.041 | 0.041 | 0.101 | 0.100 | 0.102 | 0.041 | 0.101 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.023 | 0.004 | 0.000 | 0.012 | 0.069 | 0.000 | 0.000 | 0.016 | 0.000 | 0.005 | 0.000 | 0.243 | 1.000 | 0.187 | 0.189 | 0.225 | 0.006 | 0.000 | 0.270 | 0.012 | 0.012 | 0.000 | 0.008 | 0.049 | 0.005 | 0.061 |
| membership_category_Platinum Membership | 0.006 | 0.000 | 0.000 | 0.161 | 0.409 | 0.128 | 0.016 | 0.000 | 0.042 | 0.053 | 0.044 | 0.113 | 0.104 | 0.121 | 0.033 | 0.092 | 0.007 | 0.000 | 0.002 | 0.000 | 0.015 | 0.016 | 0.010 | 0.000 | 0.002 | 0.073 | 0.000 | 0.000 | 0.007 | 0.015 | 0.001 | 0.011 | 0.173 | 0.187 | 1.000 | 0.135 | 0.160 | 0.006 | 0.000 | 0.200 | 0.003 | 0.014 | 0.000 | 0.007 | 0.035 | 0.004 | 0.063 |
| membership_category_Premium Membership | 0.015 | 0.000 | 0.013 | 0.167 | 0.414 | 0.132 | 0.017 | 0.000 | 0.049 | 0.046 | 0.043 | 0.117 | 0.111 | 0.104 | 0.038 | 0.111 | 0.000 | 0.005 | 0.009 | 0.012 | 0.018 | 0.012 | 0.013 | 0.009 | 0.011 | 0.081 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.175 | 0.189 | 0.135 | 1.000 | 0.162 | 0.006 | 0.006 | 0.201 | 0.013 | 0.018 | 0.004 | 0.014 | 0.057 | 0.005 | 0.066 |
| membership_category_Silver Membership | 0.010 | 0.013 | 0.000 | 0.018 | 0.317 | 0.006 | 0.000 | 0.000 | 0.014 | 0.000 | 0.003 | 0.017 | 0.021 | 0.017 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.018 | 0.000 | 0.000 | 0.010 | 0.000 | 0.009 | 0.208 | 0.225 | 0.160 | 0.162 | 1.000 | 0.000 | 0.005 | 0.105 | 0.000 | 0.005 | 0.002 | 0.000 | 0.008 | 0.000 | 0.007 |
| offer_application_preference_Yes | 0.091 | 0.000 | 0.104 | 0.035 | 0.050 | 0.029 | 0.015 | 0.000 | 0.006 | 0.005 | 0.003 | 0.031 | 0.018 | 0.022 | 0.016 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.014 | 0.000 | 0.006 | 0.008 | 0.071 | 0.014 | 0.000 | 0.000 | 0.047 | 0.020 | 0.014 | 0.004 | 0.006 | 0.006 | 0.006 | 0.000 | 1.000 | 0.005 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.814 | 0.012 |
| past_complaint_Yes | 0.007 | 0.012 | 0.000 | 0.000 | 0.011 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.012 | 0.000 | 0.004 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.005 | 0.005 | 1.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.003 | 0.005 | 0.000 |
| points_in_wallet | 0.008 | -0.001 | 0.011 | 0.105 | -0.542 | 0.222 | 0.004 | -0.001 | 0.048 | 0.052 | 0.043 | 0.103 | 0.111 | 0.109 | 0.041 | 0.114 | 0.011 | 0.000 | 0.000 | 0.000 | 0.015 | 0.010 | -0.002 | -0.008 | 0.000 | 0.058 | 0.001 | 0.010 | 0.004 | 0.000 | 0.010 | 0.014 | 0.132 | 0.270 | 0.200 | 0.201 | 0.105 | 0.003 | 0.000 | 1.000 | 0.011 | 0.019 | 0.001 | 0.011 | 0.047 | 0.010 | 0.049 |
| preferred_offer_types_Gift Vouchers/Coupons | 0.015 | 0.000 | 0.010 | 0.045 | 0.070 | 0.028 | 0.006 | 0.005 | 0.009 | 0.012 | 0.007 | 0.031 | 0.027 | 0.041 | 0.015 | 0.032 | 0.000 | 0.009 | 0.000 | 0.004 | 0.000 | 0.000 | 0.009 | 0.009 | 0.000 | 0.024 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.012 | 0.003 | 0.013 | 0.000 | 0.000 | 0.000 | 0.011 | 1.000 | 0.502 | 0.004 | 0.005 | 0.020 | 0.000 | 0.019 |
| preferred_offer_types_Without Offers | 0.000 | 0.013 | 0.000 | 0.052 | 0.083 | 0.037 | 0.000 | 0.005 | 0.015 | 0.011 | 0.004 | 0.042 | 0.032 | 0.049 | 0.018 | 0.032 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.012 | 0.014 | 0.018 | 0.005 | 0.000 | 0.003 | 0.019 | 0.502 | 1.000 | 0.000 | 0.007 | 0.022 | 0.000 | 0.025 |
| region_category_Town | 0.000 | 0.000 | 0.000 | 0.015 | 0.017 | 0.009 | 0.000 | 0.000 | 0.003 | 0.000 | 0.007 | 0.008 | 0.009 | 0.006 | 0.000 | 0.000 | 0.000 | 0.005 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.011 | 0.000 | 0.003 | 0.004 | 0.007 | 0.000 | 0.000 | 0.004 | 0.002 | 0.000 | 0.000 | 0.001 | 0.004 | 0.000 | 1.000 | 0.404 | 0.015 | 0.000 | 0.000 |
| region_category_Village | 0.000 | 0.005 | 0.014 | 0.036 | 0.048 | 0.020 | 0.000 | 0.000 | 0.012 | 0.000 | 0.008 | 0.024 | 0.019 | 0.021 | 0.012 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.009 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.007 | 0.014 | 0.000 | 0.000 | 0.000 | 0.011 | 0.005 | 0.007 | 0.404 | 1.000 | 0.015 | 0.000 | 0.009 |
| spend_time_ratio | 0.235 | -0.001 | -0.543 | 0.506 | -0.080 | 0.522 | -0.003 | 0.078 | 0.042 | 0.043 | 0.039 | 0.097 | 0.096 | 0.113 | 0.045 | 0.120 | 0.000 | 0.000 | 0.011 | 0.000 | 0.020 | 0.016 | 0.006 | 0.002 | 0.000 | 0.150 | 0.005 | 0.001 | 0.011 | 0.034 | 0.026 | 0.006 | 0.029 | 0.049 | 0.035 | 0.057 | 0.008 | 0.000 | 0.003 | 0.047 | 0.020 | 0.022 | 0.015 | 0.015 | 1.000 | 0.020 | 0.113 |
| used_special_discount_Yes | 0.099 | 0.000 | 0.113 | 0.000 | 0.006 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.020 | 0.008 | 0.000 | 0.005 | 0.069 | 0.009 | 0.010 | 0.000 | 0.063 | 0.012 | 0.022 | 0.000 | 0.005 | 0.004 | 0.005 | 0.000 | 0.814 | 0.005 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 1.000 | 0.000 |
| value_segment | 0.014 | 0.014 | 0.018 | 0.880 | 0.197 | 0.371 | 0.000 | 0.000 | 0.047 | 0.060 | 0.054 | 0.124 | 0.129 | 0.132 | 0.053 | 0.141 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.010 | 0.011 | 0.000 | 0.000 | 0.577 | 0.000 | 0.000 | 0.000 | 0.003 | 0.010 | 0.012 | 0.034 | 0.061 | 0.063 | 0.066 | 0.007 | 0.012 | 0.000 | 0.049 | 0.019 | 0.025 | 0.000 | 0.009 | 0.113 | 0.000 | 1.000 |
Missing values
Sample
| age | days_since_last_login | avg_time_spent | avg_transaction_value | points_in_wallet | churn_risk_score | joining_day | joining_month | joining_year | last_visit_time_hour | last_visit_time_minutes | last_visit_time_seconds | days_since_joining | gender_M | gender_Unknown | region_category_Town | region_category_Village | membership_category_Gold Membership | membership_category_No Membership | membership_category_Platinum Membership | membership_category_Premium Membership | membership_category_Silver Membership | joined_through_referral_No | joined_through_referral_Yes | preferred_offer_types_Gift Vouchers/Coupons | preferred_offer_types_Without Offers | medium_of_operation_Both | medium_of_operation_Desktop | medium_of_operation_Smartphone | internet_option_Mobile_Data | internet_option_Wi-Fi | used_special_discount_Yes | offer_application_preference_Yes | past_complaint_Yes | feedback_Poor Customer Service | feedback_Poor Product Quality | feedback_Poor Website | feedback_Products always in Stock | feedback_Quality Customer Care | feedback_Reasonable Price | feedback_Too many ads | feedback_User Friendly Website | spend_time_ratio | value_segment | activity_segment | journey_stage | cluster | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 18 | 17 | 300.63 | 53005.25 | 781.750000 | 2 | 17 | 8 | 2017 | 16 | 8 | 2 | 2762 | False | False | False | True | False | False | True | False | False | True | False | True | False | False | False | False | False | True | True | True | False | False | False | False | True | False | False | False | False | 175.729370 | High | High | High Value Active | 3 |
| 1 | 32 | 16 | 306.34 | 12838.38 | 686.882199 | 1 | 28 | 8 | 2017 | 12 | 38 | 13 | 2751 | False | False | False | False | False | False | False | True | False | False | False | True | False | False | True | False | True | False | True | False | True | False | False | False | False | True | False | False | False | 41.772565 | Low | High | Casual User | 1 |
| 2 | 44 | 14 | 516.16 | 21027.00 | 500.690000 | 5 | 11 | 11 | 2016 | 22 | 53 | 21 | 3041 | False | False | True | False | False | True | False | False | False | False | True | True | False | False | True | False | False | True | False | True | True | False | False | True | False | False | False | False | False | 40.658597 | Medium | High | Engaged Regular | 2 |
| 3 | 37 | 11 | 53.27 | 25239.56 | 567.660000 | 5 | 29 | 10 | 2016 | 15 | 57 | 50 | 3054 | True | False | False | False | False | True | False | False | False | False | True | True | False | False | True | False | True | False | False | True | True | False | False | True | False | False | False | False | False | 465.073890 | Medium | Low | Casual User | 1 |
| 4 | 31 | 20 | 113.13 | 24483.66 | 663.060000 | 5 | 12 | 9 | 2017 | 15 | 46 | 44 | 2736 | False | False | False | False | False | True | False | False | False | True | False | False | False | False | False | True | True | False | False | True | True | False | False | True | False | False | False | False | False | 214.524314 | Medium | Medium | Casual User | 1 |
| 5 | 13 | 23 | 433.62 | 13884.77 | 722.270000 | 3 | 8 | 1 | 2016 | 6 | 46 | 7 | 3349 | True | False | False | False | True | False | False | False | False | True | False | True | False | False | False | False | False | True | True | False | True | False | False | False | False | False | False | False | False | 31.946919 | Low | High | Engaged Regular | 1 |
| 6 | 21 | 10 | 55.38 | 8982.50 | 756.210000 | 3 | 19 | 3 | 2015 | 11 | 40 | 4 | 3644 | True | False | True | False | True | False | False | False | False | False | True | True | False | False | True | False | True | False | True | False | True | False | False | False | False | False | False | False | False | 159.320681 | Low | Low | Casual User | 1 |
| 7 | 42 | 19 | 429.11 | 44554.82 | 568.080000 | 5 | 12 | 7 | 2016 | 7 | 52 | 43 | 3163 | True | False | True | False | False | True | False | False | False | False | False | False | False | True | False | False | False | False | False | True | True | False | True | False | False | False | False | False | False | 103.589361 | High | High | High Value Active | 2 |
| 8 | 44 | 15 | 191.07 | 18362.31 | 686.882199 | 3 | 14 | 12 | 2016 | 6 | 50 | 10 | 3008 | True | False | False | True | False | False | False | False | True | True | False | False | True | False | False | True | False | False | True | False | True | True | False | False | False | False | False | False | False | 95.602176 | Low | Medium | Casual User | 2 |
| 9 | 45 | 10 | 97.31 | 19244.16 | 706.230000 | 4 | 30 | 11 | 2016 | 19 | 10 | 16 | 3022 | False | False | True | False | False | True | False | False | False | True | False | True | False | False | False | False | False | True | False | True | True | True | False | False | False | False | False | False | False | 195.749771 | Medium | Medium | Casual User | 2 |
| age | days_since_last_login | avg_time_spent | avg_transaction_value | points_in_wallet | churn_risk_score | joining_day | joining_month | joining_year | last_visit_time_hour | last_visit_time_minutes | last_visit_time_seconds | days_since_joining | gender_M | gender_Unknown | region_category_Town | region_category_Village | membership_category_Gold Membership | membership_category_No Membership | membership_category_Platinum Membership | membership_category_Premium Membership | membership_category_Silver Membership | joined_through_referral_No | joined_through_referral_Yes | preferred_offer_types_Gift Vouchers/Coupons | preferred_offer_types_Without Offers | medium_of_operation_Both | medium_of_operation_Desktop | medium_of_operation_Smartphone | internet_option_Mobile_Data | internet_option_Wi-Fi | used_special_discount_Yes | offer_application_preference_Yes | past_complaint_Yes | feedback_Poor Customer Service | feedback_Poor Product Quality | feedback_Poor Website | feedback_Products always in Stock | feedback_Quality Customer Care | feedback_Reasonable Price | feedback_Too many ads | feedback_User Friendly Website | spend_time_ratio | value_segment | activity_segment | journey_stage | cluster | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36982 | 45 | 10 | 34.930000 | 41558.93 | 703.030000 | 3 | 31 | 8 | 2016 | 8 | 30 | 41 | 3113 | False | False | True | False | False | False | False | True | False | True | False | True | False | False | False | False | False | True | True | False | False | False | True | False | False | False | False | False | False | 1156.663791 | High | Low | High Value Active | 2 |
| 36983 | 45 | 9 | 49.330000 | 45358.49 | 242.979625 | 5 | 30 | 8 | 2016 | 10 | 53 | 31 | 3114 | True | False | True | False | False | False | False | False | False | False | True | False | True | False | False | True | False | True | True | False | False | True | False | False | False | False | False | False | False | 901.221737 | High | Low | High Value Active | 2 |
| 36984 | 51 | 24 | 312.330000 | 63446.71 | 778.700000 | 1 | 7 | 10 | 2016 | 15 | 41 | 36 | 3076 | True | False | True | False | True | False | False | False | False | True | False | False | True | False | True | False | False | False | False | True | False | False | False | False | True | False | False | False | False | 202.491654 | High | High | High Value Active | 3 |
| 36985 | 12 | 13 | 418.380000 | 56397.21 | 725.890000 | 2 | 25 | 10 | 2016 | 3 | 30 | 17 | 3058 | False | False | False | True | False | False | False | True | False | True | False | True | False | False | True | False | False | False | True | True | True | False | False | False | True | False | False | False | False | 134.477586 | High | High | High Value Active | 3 |
| 36986 | 27 | 13 | 135.830000 | 8225.68 | 748.570000 | 3 | 7 | 9 | 2015 | 5 | 29 | 19 | 3472 | True | False | True | False | False | False | True | False | False | False | True | False | False | False | True | False | True | False | True | False | False | False | False | False | False | False | False | False | False | 60.116056 | Low | Medium | Casual User | 1 |
| 36987 | 46 | 2 | -650.682759 | 27277.68 | 639.510000 | 4 | 21 | 9 | 2017 | 4 | 14 | 5 | 2727 | False | False | True | False | False | False | False | False | False | True | False | False | False | False | True | False | False | True | False | True | True | False | False | False | False | False | False | False | False | -41.986153 | Medium | Low | Casual User | 0 |
| 36988 | 29 | 13 | -638.123421 | 11069.71 | 527.990000 | 5 | 27 | 6 | 2016 | 23 | 18 | 31 | 3178 | False | False | True | False | False | False | False | False | False | True | False | False | True | False | False | True | False | True | True | False | False | True | False | False | False | False | False | False | False | -17.374514 | Low | Low | Casual User | 0 |
| 36989 | 23 | 12 | 154.940000 | 38127.56 | 680.470000 | 4 | 11 | 9 | 2016 | 3 | 50 | 25 | 3102 | False | False | True | False | False | False | False | False | False | False | True | True | False | False | True | False | False | True | False | True | True | False | False | True | False | False | False | False | False | 244.501475 | High | Medium | Casual User | 1 |
| 36990 | 53 | 15 | 482.610000 | 2378.86 | 197.264414 | 3 | 15 | 6 | 2017 | 9 | 50 | 3 | 2825 | True | False | False | True | False | False | True | False | False | True | False | True | False | False | False | True | True | False | True | True | False | False | False | False | False | False | False | False | False | 4.918964 | Low | High | Engaged Regular | 2 |
| 36991 | 35 | 15 | 79.180000 | 2189.68 | 719.970000 | 2 | 23 | 10 | 2015 | 1 | 39 | 52 | 3426 | True | False | True | False | False | False | False | False | True | True | False | True | False | False | True | False | True | False | True | False | False | False | False | False | False | True | False | False | False | 27.309554 | Low | Low | Casual User | 1 |